With the advent of the era of artificial intelligence, the traditional humanities are facing unprecedented challenges and impacts, especially philosophy as a strong foundation, without the characteristics of practical function, facing a particularly severe disciplinary development dilemma. This topic aims at the problems faced by the construction of philosophy professional courses in local colleges and universities, and focuses on the topic of Marxism for graduate professional courses Taking Jaeggi 's critical theory of life form as an example, this paper attempts to explore new teaching methods from daily professional teaching practice, fundamentally changing the traditional single teaching mode of basic philosophy theory courses, overcoming the mechanical rigidity of the binary teaching and research between teachers and students, so as to correct the poor interaction between teachers and students In particular, it has a good effect on stimulating students' initiative and originality of thought, and promotes students to enter the research track as soon as possible. In order to fundamentally form a philosophy academic community with clear boundaries, it provides research exploration experiments in philosophy teaching.